Data Preprocessing

EDA on DataSet

Few Pair plots to show corelations between two variables

Classification

SVC

KNN

Gaussian Navie Bayes

Ada Boost

Extremely Randomized Trees Classifier report

BaggingClassifier

Gradient Boosting

Decision Tree Classifier report

Random Forest Classifier

Changing the way the tree learns

Random Forest and Bagging Classifier

Decision Tree and Bagging Classifier

Confusion Matrixes

AFTER CROSS VALIDATION